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Choice of Pedagogical Agents as Virtual Math Tutors: Perspectives from Children and College Students
Peer reviewed
Download full textHuang, Xiaoxia; Mathews, Justin L.; Hsiao, E-Ling – Journal of Educators Online, 2022
The central research question of this empirical study was: How do student demographics, math self-efficacy, and math anxiety relate to and predict their choice of pedagogical agents serving as virtual math tutors? A total of 152 middle school students and 135 college students were surveyed on their perceived math self-efficacy, math anxiety, and…
Descriptors: Tutoring, Mathematics Instruction, Middle School Students, College Students
Pratt, Catherine; Chojnacki, Greg; Conroy, Kara – Mathematica, 2023
Cignition delivers virtual tutoring in math and ELA, led by experienced educators. Their approach focuses on data-informed instruction and collaborative learning that encourages student-to-student interaction to build students' conceptual understanding. After a 2020 efficacy study of its 1:1 math tutoring offering, Cignition developed a group…
Descriptors: Mathematics Instruction, Cooperative Learning, Costs, Educational Quality
